Sayantan Dutta

According to our database, Sayantan Dutta authored at least 15 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Precise MRI Image Classification Using improvised ResNet 50 Framework for the Automated Detection of Anterior Cruciate Ligament Injury.

Sayantan Dutta

Dataset, July, 2024

A Quantum Denoising-Based Resolution Enhancement Framework for 250-MHz and 500-MHz Quantitative Acoustic Microscopy.

Sayantan Dutta, Jonathan Mamou

IEEE Trans. Computational Imaging, 2024

Automatic Tuning of Denoising Algorithms Parameters Without Ground Truth.

Arthur Floquet, Sayantan Dutta, Emmanuel Soubies, Duong-Hung Pham, Denis Kouame

IEEE Signal Process. Lett., 2024

Quantum Algorithm for Signal Denoising.

Sayantan Dutta, Adrian Basarab, Denis Kouamé, Bertrand Georgeot

IEEE Signal Process. Lett., 2024

DIVA: Deep unfolded network from quantum interactive patches for image restoration.

Sayantan Dutta, Adrian Basarab, Bertrand Georgeot, Denis Kouamé

Pattern Recognit., 2024

A Quantum Denoising-Based Red Framework for 250-Mhz & 500-Mhz Quantitative Acoustic-Microscopy Resolution Enhancement.

Sayantan Dutta, Jonathan Mamou

Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

Unsupervised Physics-Inspired Deep Learning Network with Application to Dental Computed Tomography Image Restoration.

Sayantan Dutta, Bertrand Georgeot, Jérôme Michetti, Adrian Basarab, Denis Kouamé

Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

2023

Computed Tomography Image Restoration Using a Quantum-Based Deep Unrolled Denoiser and a Plug-and-Play Framework.

Sayantan Dutta, Nwigbo Kenule Tuador, Jérôme Michetti, Bertrand Georgeot, Duong-Hung Pham, Denis Kouamé, Adrian Basarab

Proceedings of the 31st European Signal Processing Conference, 2023

2022

A Novel Image Denoising Algorithm Using Concepts of Quantum Many-Body Theory.

Sayantan Dutta, Adrian Basarab, Bertrand Georgeot, Denis Kouamé

Signal Process., 2022

Quantum Denoising-Based Super-Resolution Algorithm Applied to Dental Tomography Images.

Sayantan Dutta, Nwigbo Kenule Tuador, Jérôme Michetti, Bertrand Georgeot, Duong-Hung Pham, Adrian Basarab, Denis Kouamé

Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022

Deep Unfolding of Image Denoising by Quantum Interactive Patches.

Sayantan Dutta, Adrian Basarab, Bertrand Georgeot, Denis Kouamé

Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

2021

From complex datasets to predictive models of embryonic development.

Sayantan Dutta, Aleena L. Patel, Shannon E. Keenan, Stanislav Y. Shvartsman

Nat. Comput. Sci., 2021

Plug-and-Play Quantum Adaptive Denoiser for Deconvolving Poisson Noisy Images.

Sayantan Dutta, Adrian Basarab, Bertrand Georgeot, Denis Kouamé

IEEE Access, 2021

Image Denoising Inspired by Quantum Many-Body physics.

Sayantan Dutta, Adrian Basarab, Bertrand Georgeot, Denis Kouamé

Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

Poisson Image Deconvolution by a Plug-and-Play Quantum Denoising Scheme.

Sayantan Dutta, Adrian Basarab, Bertrand Georgeot, Denis Kouamé

Proceedings of the 29th European Signal Processing Conference, 2021